Update app.py

app.py

@@ -254,7 +254,7 @@ with st.sidebar:
         #This app is inspired by the [RAG_HW HuggingFace Space](https://huggingface.co/spaces/wint543/RAG_HW).  
         #It allows users to:
         #1. Upload and process documents
-        #2. Generate summaries
+        #2. Generate summary
         #3. Ask questions
         #4. Create podcasts
         #"""
@@ -278,8 +278,8 @@ if st.button("Process Documents"):
     else:
         st.warning("No files uploaded.")
 
-# Step 2: Generate Summaries
-st.subheader("Step 2: Generate Summaries")
+# Step 2: Generate Summary
+st.subheader("Step 2: Generate Summary")
 st.write("Select Summary Language:")
 summary_language_options = ["English", "Hindi", "Spanish", "French", "German", "Chinese", "Japanese"]
 summary_language = st.radio(
@@ -300,7 +300,7 @@ if st.button("Generate Summary"):
         else:
             st.error("Failed to generate summary.")
     else:
-        st.info("Please process documents first to generate summaries.")
+        st.info("Please process documents first to generate summary.")
 
 # Step 3: Ask Questions
 st.subheader("Step 3: Ask Questions")
@@ -347,4 +347,4 @@ if st.session_state.rag_system.document_summary:
         else:
             st.error(script)
 else:
-    st.info("Please process documents and generate summaries before creating a podcast.")
+    st.info("Please process documents and generate summary before creating a podcast.")